> For the complete documentation index, see [llms.txt](https://docs.matrix.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.matrix.io/bi-weekly-reports/2nd-report-of-july-2024.md).

# 2nd Report Of  July 2024

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### Mainnet Performance

* Validator Nodes: 109
* Miner Nodes: 1,305
* New Wallets: +96

<br>

### Project Updates

#### Milestone 4

#### A.1. Upgrade Phase:

* **A.1.1. Automatic Conversion from Standard Language to Code – 16%**
* * Optimized the semantic parser to convert natural language input into syntax trees and semantic frameworks, extracting key programming intentions and structures.
* **A.1.2. Module Combination and Security Structure of Code – 15%**
* * Optimized module interfaces to ensure simple and reliable communication and collaboration between modules.
  * Modeled dependency lists among modules to generate an evolutionary dependency tree based on machine learning, clarifying both direct and indirect dependencies of each module.

**A.2. Processing Phase: Neura Open Platform:**

* **A.2.1. Open Development Platform – 12%**
* * Designed the open platform website.
  * Designed the first version of the open prototype.
* **A.2.2. Ecosystem Development – 7%**
* * Completed the joint development architecture for the first commercial application.

### Milestone 3

#### B.1. Upgrade Phase:

* **B.1.1. Modular Contract Transformation – 100%**
* * Optimized the template filling module to automatically populate placeholders in templates with user input data and configurations, generating complete contract code.
  * Completed the definition of interface specifications between modules, ensuring seamless integration.
  * Integrated feedback collection modules to continuously optimize system functionality **and user experience.**
* **B.1.2. Smart Contract Personalization – 100%**
* * Optimized the real-time preview feature to display configuration results, allowing users to preview and adjust contract content anytime.
  * Added a code optimization model to automatically enhance contract code, improving execution efficiency and reducing gas fees.
  * Added a version control module to record each deployment's version and change history, facilitating traceability and management.
  * Enhanced the security module to encrypt user data during storage and transmission, ensuring data security and privacy.
* **B.1.3. Support for Mainstream Contract Languages – 100%**
* * Integrated best practices for Solidity to ensure generated contract code meets industry standards.
  * Optimized the Solidity parser to improve the quality of Solidity contract code parsing and generate corresponding syntax trees for different Solidity contract standards.
  * Established syntax mapping between languages to ensure semantic consistency in the converted code.

#### B.2. Processing Phase:

* **B.2.1. Brainwave Data for Positive Feedback – 22%**
* **B.2.2. Brainwave Data Avatar Structures – 16%**

**April Morpheus Version – 95%**

* Began creating an English corpus to avoid bugs from translation model nesting.
* Optimized the attention mechanism module in the model to dynamically adjust focus on different parts of input data, enhancing the capture of emotional characteristics.

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